{"id":"W4385317824","doi":"10.1111/faf.12778","title":"Re‐imagining the precautionary approach to make collaborative fisheries management inclusive of Indigenous Knowledge Systems","year":2023,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Assembly of First Nations; University of Victoria","funders":"Gordon and Betty Moore Foundation","keywords":"Corporate governance; Fisheries management; Indigenous; Traditional knowledge; Business; Fisheries science; Indigenous rights; Commodification; Environmental resource management; Fisheries law; Ecosystem services; Fishery; Political science; Ecosystem; Fishing; Ecology; Economics; Law; Economy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004514376,0.0001918983,0.0002494182,0.00007985299,0.0005232185,0.0001547158,0.0004027932,0.00007194274,0.0003494951],"category_scores_gemma":[0.00005822287,0.0001466485,0.0000378963,0.001307489,0.0005580965,0.0002356113,0.001493077,0.0001604035,0.00004806339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007659674,"about_ca_system_score_gemma":0.0000306271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004857497,"about_ca_topic_score_gemma":0.0004576969,"domain_scores_codex":[0.9983685,0.0001295301,0.0002939184,0.0003904996,0.000398489,0.0004190437],"domain_scores_gemma":[0.9992883,0.0001189386,0.00007806713,0.0003477295,0.00004732222,0.0001197043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003657297,0.0003309366,0.2842927,0.0008143394,0.0002877128,0.0000611437,0.1710964,0.0003971449,0.00006923369,0.001698678,0.422156,0.11843],"study_design_scores_gemma":[0.0002445829,0.0001863368,0.08516321,0.00001976682,0.00001809837,0.000006214454,0.05348739,0.0007182353,0.00003923558,0.0002521845,0.8596165,0.0002483034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0529367,0.00006127939,0.0001243033,0.002456174,0.0001857424,0.001168573,0.0001120814,0.00009798693,0.9428571],"genre_scores_gemma":[0.9364781,0.0007190815,0.001069871,0.0007761568,0.0001646035,0.001163897,0.0001887472,0.00006262191,0.05937688],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8835415,"threshold_uncertainty_score":0.5980154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758422393755914,"score_gpt":0.2498980145562031,"score_spread":0.2323137906186439,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}